Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification.
Pavlin G. PolicarMartin StrazarBlaz ZupanPublished in: DS (2019)
Keyphrases
- pattern recognition
- classification scheme
- text classification
- classification algorithm
- vector space
- classification accuracy
- pattern classification
- machine learning
- image classification
- incremental learning
- class labels
- machine learning methods
- low dimensional
- classification systems
- decision trees
- feature selection
- linearly separable
- classification models
- parameter space
- nonlinear dimensionality reduction
- classification method
- decision rules
- space time
- benchmark datasets
- support vector machine svm
- model selection
- supervised learning
- feature space
- machine learning algorithms
- training samples
- dimensionality reduction
- feature vectors
- training set
- classification process
- support vector